Evidence map›Paper›PMID 39554860›Full record

ReviewACS materials Au2024

High-Entropy Alloys in Catalysis: Progress, Challenges, and Prospects.

Liang Sun, Kaihua Wen, Guanjie Li, Xindan Zhang, Xiaohui Zeng, Bernt Johannessen, Shilin Zhang

Abstract readReview
In one paragraph

Review in ACS materials Au, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. In Situ Visualization of Electron Beam-Driven High-Entropy Alloy Crystallization.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  11. Review
  12. Recent Advances in Reactive Microdroplets for Clean Water and Energy.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  13. Article
  14. A review of high-entropy materials with their unique applications.Advanced composites and hybrid materials · 2025
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Liang SunSchool of Chemical Engineering, The University of Adelaide, Adelaide 5000, Australia.
Kaihua WenSchool of Chemical Engineering, The University of Adelaide, Adelaide 5000, Australia.
Guanjie LiSchool of Chemical Engineering, The University of Adelaide, Adelaide 5000, Australia.
Xindan ZhangSchool of Chemical Engineering, The University of Adelaide, Adelaide 5000, Australia.
Xiaohui ZengInstitute of Surface Science, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany.
Bernt JohannessenAustralian Synchrotron, ANSTO, Clayton VIC 3168, Australia.ORCID https://orcid.org/0000-0002-3027-0816
Shilin ZhangSchool of Chemical Engineering, The University of Adelaide, Adelaide 5000, Australia.ORCID https://orcid.org/0000-0002-3268-5708

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-entropy alloys (HEAs) have become pivotal materials in the field of catalysis, offering unique advantages due to their diverse elemental compositions and complex atomic structures. Recent advances in computational techniques, particularly density functional theory (DFT) and machine learning (ML), have significantly enhanced our understanding and design of HEAs for use in catalysis. These innovative atomistic simulations shed light on the properties of HEAs, enabling the discovery and optimization of catalysis materials for solid-solution structures. This Perspective discusses recent studies that illustrate the progress of HEAs in catalysis. It offers an overview of the properties, constraints, and prospects of HEAs, emphasizing their roles in catalysis to enhance catalytic activity and selectivity. The discussion underscores the capabilities of HEAs as multifunctional catalysts with stable structures. The presented insights aim to inspire future computational and experimental efforts to address the challenges in fine-tuning HEAs properties for improved catalytic performance.

Identifiers

PMID39554860
PMCPMC11565283

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.